{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Exploring the WMS with OWSLib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "surface_flag\n",
      "CRW_DHW\n",
      "CRW_HOTSPOT\n",
      "CRW_SST\n",
      "CRW_SSTANOMALY\n"
     ]
    }
   ],
   "source": [
    "from owslib.wms import WebMapService\n",
    "\n",
    "\n",
    "url = 'http://oos.soest.hawaii.edu/thredds/wms/hioos/satellite/dhw_5km'\n",
    "\n",
    "web_map_services = WebMapService(url)\n",
    "\n",
    "print('\\n'.join(web_map_services.contents.keys()))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Layer metadata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "layer = 'CRW_SST'\n",
    "wms = web_map_services.contents[layer]\n",
    "\n",
    "name = wms.title\n",
    "\n",
    "lon = (wms.boundingBox[0] + wms.boundingBox[2]) / 2.\n",
    "lat = (wms.boundingBox[1] + wms.boundingBox[3]) / 2.\n",
    "center = lat, lon\n",
    "\n",
    "time_interval = '{0}/{1}'.format(\n",
    "    wms.timepositions[0].strip(),\n",
    "    wms.timepositions[-1].strip()\n",
    ")\n",
    "style = 'boxfill/sst_36'\n",
    "\n",
    "if style not in wms.styles:\n",
    "    style = None"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Single layer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,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style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7ff4a9b6a588>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import folium\n",
    "from folium import plugins\n",
    "\n",
    "lon, lat = -50, -40\n",
    "\n",
    "m = folium.Map(\n",
    "    location=[lat, lon],\n",
    "    zoom_start=5,\n",
    "    control_scale=True\n",
    ")\n",
    "\n",
    "w = folium.raster_layers.WmsTileLayer(\n",
    "    url=url,\n",
    "    name=name,\n",
    "    styles=style,\n",
    "    fmt='image/png',\n",
    "    transparent=True,\n",
    "    layers=layer,\n",
    "    overlay=True,\n",
    "    COLORSCALERANGE='1.2,28',\n",
    ")\n",
    "\n",
    "w.add_to(m)\n",
    "\n",
    "time = plugins.TimestampedWmsTileLayers(\n",
    "    w,\n",
    "    period='PT1H',\n",
    "    time_interval=time_interval\n",
    ")\n",
    "\n",
    "time.add_to(m)\n",
    "\n",
    "folium.LayerControl().add_to(m)\n",
    "\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Multiple layers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,<!DOCTYPE html>
<head>    
    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
    <script>L_PREFER_CANVAS = false; L_NO_TOUCH = false; L_DISABLE_3D = false;</script>
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.2.0/dist/leaflet.js"></script>
    <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.min.js"></script>
    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.2.0/dist/leaflet.css" />
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css" />
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css" />
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css" />
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css" />
    <link rel="stylesheet" href="https://rawgit.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css" />
    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
    
            <style> #map_555058584b504bc1b4485ae06ea6d58e {
                position : relative;
                width : 100.0%;
                height: 100.0%;
                left: 0.0%;
                top: 0.0%;
                }
            </style>
        
    <script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.0/jquery.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/jqueryui/1.10.2/jquery-ui.min.js"></script>
    <script src="https://rawgit.com/nezasa/iso8601-js-period/master/iso8601.min.js"></script>
    <script src="https://rawgit.com/socib/Leaflet.TimeDimension/master/dist/leaflet.timedimension.min.js"></script>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/8.4/styles/default.min.css" />
    <link rel="stylesheet" href="http://apps.socib.es/Leaflet.TimeDimension/dist/leaflet.timedimension.control.min.css" />
</head>
<body>    
    
            <div class="folium-map" id="map_555058584b504bc1b4485ae06ea6d58e" ></div>
        
</body>
<script>    
    

            
                var bounds = null;
            

            var map_555058584b504bc1b4485ae06ea6d58e = L.map(
                                  'map_555058584b504bc1b4485ae06ea6d58e',
                                  {center: [-40,-50],
                                  zoom: 5,
                                  maxBounds: bounds,
                                  layers: [],
                                  worldCopyJump: false,
                                  crs: L.CRS.EPSG3857
                                 });
            L.control.scale().addTo(map_555058584b504bc1b4485ae06ea6d58e);
        
    
            var tile_layer_e95e18c71ba843819228789eb0a765c9 = L.tileLayer(
                'https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png',
                {
  "attribution": null,
  "detectRetina": false,
  "maxZoom": 18,
  "minZoom": 1,
  "noWrap": false,
  "subdomains": "abc"
}
                ).addTo(map_555058584b504bc1b4485ae06ea6d58e);
        
    
            var macro_element_f2123927818f4f06b316389f7e50035e = L.tileLayer.wms(
                'http://oos.soest.hawaii.edu/thredds/wms/hioos/satellite/dhw_5km',
                {
  "attribution": "",
  "crs": null,
  "format": "image/png",
  "layers": "CRW_SST",
  "styles": "boxfill/sst_36",
  "transparent": true,
  "uppercase": false,
  "version": "1.1.1"
}
                ).addTo(map_555058584b504bc1b4485ae06ea6d58e);

        
    
            var macro_element_1976ae5fff7d445ab2db8d9298c38249 = L.tileLayer.wms(
                'http://oos.soest.hawaii.edu/thredds/wms/hioos/satellite/dhw_5km',
                {
  "attribution": "",
  "crs": null,
  "format": "image/png",
  "layers": "CRW_SSTANOMALY",
  "styles": "boxfill/sst_36",
  "transparent": true,
  "uppercase": false,
  "version": "1.1.1"
}
                ).addTo(map_555058584b504bc1b4485ae06ea6d58e);

        
    
            map_555058584b504bc1b4485ae06ea6d58e.timeDimension = L.timeDimension({
                period:"PT1H",
                
                timeInterval: "2013-06-03T12:00:00.000Z/2017-09-20T12:00:00.000Z",
                
                });
            map_555058584b504bc1b4485ae06ea6d58e.timeDimensionControl = L.control.timeDimension({
                position: 'bottomleft',
                autoPlay: false,
                playerOptions: {
                    transitionTime: 200,
                    loop: false}
                    });
            map_555058584b504bc1b4485ae06ea6d58e.addControl(map_555058584b504bc1b4485ae06ea6d58e.timeDimensionControl);

            
            var macro_element_f2123927818f4f06b316389f7e50035e = L.timeDimension.layer.wms(macro_element_f2123927818f4f06b316389f7e50035e,
                {updateTimeDimension: false,
                 wmsVersion: '',
                }
                ).addTo(map_555058584b504bc1b4485ae06ea6d58e);
            
            var macro_element_1976ae5fff7d445ab2db8d9298c38249 = L.timeDimension.layer.wms(macro_element_1976ae5fff7d445ab2db8d9298c38249,
                {updateTimeDimension: false,
                 wmsVersion: '',
                }
                ).addTo(map_555058584b504bc1b4485ae06ea6d58e);
            
        
    
            var layer_control_bf1ff688a9d94abca561c3653fb71850 = {
                base_layers : { "openstreetmap" : tile_layer_e95e18c71ba843819228789eb0a765c9, },
                overlays : { "sea_surface_temperature" : macro_element_f2123927818f4f06b316389f7e50035e,"analysed sea surface temperature anomaly" : macro_element_1976ae5fff7d445ab2db8d9298c38249, }
                };
            L.control.layers(
                layer_control_bf1ff688a9d94abca561c3653fb71850.base_layers,
                layer_control_bf1ff688a9d94abca561c3653fb71850.overlays,
                {position: 'topright',
                 collapsed: true,
                 autoZIndex: true
                }).addTo(map_555058584b504bc1b4485ae06ea6d58e);
        
</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7ff48f737668>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m = folium.Map(\n",
    "    location=[lat, lon],\n",
    "    zoom_start=5,\n",
    "    control_scale=True\n",
    ")\n",
    "\n",
    "w0 = folium.raster_layers.WmsTileLayer(\n",
    "    url=url,\n",
    "    name='sea_surface_temperature',\n",
    "    styles=style,\n",
    "    fmt='image/png',\n",
    "    transparent=True,\n",
    "    layers='CRW_SST',\n",
    "    overlay=True,\n",
    ")\n",
    "\n",
    "w1 = folium.raster_layers.WmsTileLayer(\n",
    "    url=url,\n",
    "    name='analysed sea surface temperature anomaly',\n",
    "    styles=style,\n",
    "    fmt='image/png',\n",
    "    transparent=True,\n",
    "    layers='CRW_SSTANOMALY',\n",
    "    overlay=True,\n",
    ")\n",
    "\n",
    "w0.add_to(m)\n",
    "w1.add_to(m)\n",
    "\n",
    "time = folium.plugins.TimestampedWmsTileLayers(\n",
    "    [w0, w1],\n",
    "    period='PT1H',\n",
    "    time_interval=time_interval\n",
    ")\n",
    "\n",
    "time.add_to(m)\n",
    "\n",
    "folium.LayerControl().add_to(m)\n",
    "\n",
    "m"
   ]
  }
 ],
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